James L. McClelland
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James L. McClelland
James Lloyd "Jay" McClelland, FBA (born December 1, 1948) is the Lucie Stern Professor at Stanford University, where he was formerly the chair of the Psychology Department. He is best known for his work on statistical learning and Parallel Distributed Processing, applying connectionist models (or neural networks) to explain cognitive phenomena such as spoken word recognition and visual word recognition. McClelland is to a large extent responsible for the large increase in scientific interest in connectionism in the 1980s. Early life and education McClelland was born on December 1, 1948 to Walter Moore and Frances (Shaffer) McClelland. He received a B.A. in Psychology from Columbia University in 1970, and a Ph.D. in Cognitive Psychology from the University of Pennsylvania in 1975. He married Heidi Marsha Feldman on May 6, 1978, and has two daughters. Career In 1986 McClelland published ''Parallel Distributed Processing: Explorations in the Microstructure of Cognition'' ...
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Cambridge, Massachusetts
Cambridge ( ) is a city in Middlesex County, Massachusetts, United States. As part of the Boston metropolitan area, the cities population of the 2020 U.S. census was 118,403, making it the fourth most populous city in the state, behind Boston, Worcester, and Springfield. It is one of two de jure county seats of Middlesex County, although the county's executive government was abolished in 1997. Situated directly north of Boston, across the Charles River, it was named in honor of the University of Cambridge in England, once also an important center of the Puritan theology embraced by the town's founders. Harvard University, the Massachusetts Institute of Technology (MIT), Lesley University, and Hult International Business School are in Cambridge, as was Radcliffe College before it merged with Harvard. Kendall Square in Cambridge has been called "the most innovative square mile on the planet" owing to the high concentration of successful startups that have emerged in the vicinity ...
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Alan Prince
Alan Sanford Prince (born 1946) is a Board of Governors Professor Emeritus of Linguistics at Rutgers University-New Brunswick. Prince, along with Paul Smolensky, developed Optimality Theory, which was originally applied to phonology, but has been extended to other areas of linguistics such as syntax and semantics. Biography Prince went to high school in Fairfax, Virginia, got his BA with "great distinction" from McGill University, and received his PhD from MIT in 1975. Before coming to Rutgers, he was a professor of linguistics at Brandeis University and at the University of Massachusetts Amherst. In 2010 Prince was named the Rutgers Board of Governors Professor of Linguistics. He became an Emeritus Professor at Rutgers in 2015 upon his retirement. The "Short 'schrift for Alan Prince" was assembled for this occasion, and presented to him at the 2015 Rutgers Typology Workshop. Prince is married to Jane Grimshaw, who is a Distinguished Professor of Linguistics at Rutgers Univers ...
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Emergence
In philosophy, systems theory, science, and art, emergence occurs when an entity is observed to have properties its parts do not have on their own, properties or behaviors that emerge only when the parts interact in a wider whole. Emergence plays a central role in theories of integrative levels and of complex systems. For instance, the phenomenon of life as studied in biology is an emergent property of chemistry. In philosophy, theories that emphasize emergent properties have been called emergentism. In philosophy Philosophers often understand emergence as a claim about the etiology of a system's properties. An emergent property of a system, in this context, is one that is not a property of any component of that system, but is still a feature of the system as a whole. Nicolai Hartmann (1882–1950), one of the first modern philosophers to write on emergence, termed this a ''categorial novum'' (new category). Definitions This concept of emergence dates from at least the ...
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Connectionism
Connectionism refers to both an approach in the field of cognitive science that hopes to explain mental phenomena using artificial neural networks (ANN) and to a wide range of techniques and algorithms using ANNs in the context of artificial intelligence to build more intelligent machines. Connectionism presents a cognitive theory based on simultaneously occurring, distributed signal activity via connections that can be represented numerically, where learning occurs by modifying connection strengths based on experience. Some advantages of the connectionist approach include its applicability to a broad array of functions, structural approximation to biological neurons, low requirements for innate structure, and capacity for graceful degradation. Some disadvantages include the difficulty in deciphering how ANNs process information, or account for the compositionality of mental representations, and a resultant difficulty explaining phenomena at a higher level. The success of deep ...
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Artificial Neural Networks
Artificial neural networks (ANNs), usually simply called neural networks (NNs) or neural nets, are computing systems inspired by the biological neural networks that constitute animal brains. An ANN is based on a collection of connected units or nodes called artificial neurons, which loosely model the neurons in a biological brain. Each connection, like the synapses in a biological brain, can transmit a signal to other neurons. An artificial neuron receives signals then processes them and can signal neurons connected to it. The "signal" at a connection is a real number, and the output of each neuron is computed by some non-linear function of the sum of its inputs. The connections are called ''edges''. Neurons and edges typically have a ''weight'' that adjusts as learning proceeds. The weight increases or decreases the strength of the signal at a connection. Neurons may have a threshold such that a signal is sent only if the aggregate signal crosses that threshold. Typically, ...
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National Academy
A national academy is an organizational body, usually operating with state financial support and approval, that co-ordinates scholarly research activities and standards for academic disciplines, most frequently in the sciences but also the humanities. Typically the country's learned societies in individual disciplines will liaise with or be co-ordinated by the national academy. National academies play an important organisational role in academic exchanges and collaborations between countries. The extent of official recognition of national academies varies between countries. In some cases they are explicitly or de facto an arm of government; in others, as in the United Kingdom, they are voluntary, non-profit bodies with which government has agreed to negotiate, and which may receive government financial support while retaining substantial independence. In some countries, a single academy covers all disciplines; an example is France. In others, there are several academies, which wo ...
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Corresponding Fellow Of The British Academy
Fellowship of the British Academy (FBA) is an award granted by the British Academy to leading academics for their distinction in the humanities and social sciences. The categories are: # Fellows – scholars resident in the United Kingdom # Corresponding Fellows – scholars resident overseas # Honorary Fellows – an honorary academic title The award of fellowship is based on published work and fellows may use the post-nominal letters ''FBA''. Examples of Fellows are Edward Rand, Mary Beard; Nicholas Stern, Baron Stern of Brentford; Michael Lobban; M. R. James; Friedrich Hayek; Lord Keynes; and Rowan Williams. See also * List of fellows of the British Academy References British Academy The British Academy is the United Kingdom's national academy for the humanities and the social sciences. It was established in 1902 and received its royal charter in the same year. It is now a fellowship of more than 1,000 leading scholars spa ... British Academy ...
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National Science Foundation
The National Science Foundation (NSF) is an independent agency of the United States government that supports fundamental research and education in all the non-medical fields of science and engineering. Its medical counterpart is the National Institutes of Health. With an annual budget of about $8.3 billion (fiscal year 2020), the NSF funds approximately 25% of all federally supported basic research conducted by the United States' colleges and universities. In some fields, such as mathematics, computer science, economics, and the social sciences, the NSF is the major source of federal backing. The NSF's director and deputy director are appointed by the President of the United States and confirmed by the United States Senate, whereas the 24 president-appointed members of the National Science Board (NSB) do not require Senate confirmation. The director and deputy director are responsible for administration, planning, budgeting and day-to-day operations of the foundation, while t ...
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National Institute Of Mental Health
The National Institute of Mental Health (NIMH) is one of 27 institutes and centers that make up the National Institutes of Health (NIH). The NIH, in turn, is an agency of the United States Department of Health and Human Services and is the primary agency of the United States government responsible for biomedical and health-related research. NIMH is the largest research organization in the world specializing in mental illness. Joshua A. Gordon is the current director of NIMH. The institute was first authorized by the U.S. government in 1946, when then President Harry Truman signed into law the National Mental Health Act, although the institute was not formally established until 1949. NIMH is a $1.5 billion enterprise, supporting research on mental health through grants to investigators at institutions and organizations throughout the United States and through its own internal (intramural) research effort. The mission of NIMH is "to transform the understanding and treatment of m ...
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University Of Louisville
The University of Louisville (UofL) is a public research university in Louisville, Kentucky. It is part of the Kentucky state university system. When founded in 1798, it was the first city-owned public university in the United States and one of the first universities chartered west of the Allegheny Mountains. The university is mandated by the Kentucky General Assembly to be a "Preeminent Metropolitan Research University". It enrolls students from 118 of 120 Kentucky counties, all 50 U.S. states, and 116 countries around the world. Louisville is classified among "R1: Doctoral Universities – Very high research activity". The University of Louisville School of Medicine is touted for the first fully self-contained artificial heart transplant surgery, as well as the first successful hand transplantation in the United States. The University Hospital is also credited with the first civilian ambulance, the nation's first accident services, now known as an emergency department (ED), a ...
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Mind & Brain Prize
The Mind & Brain Prize was established in 2003 and aims at honouring the most relevant researchers in the field of cognitive science, as well as to recognize outstanding achievement in advancing knowledge about mind and brain by persons whose work contributed to the growth and development of the discipline. It is awarded by the University and Polytechnic of Turin. Laureates *2003 – Giacomo Rizzolatti, Domenico Parisi *2004 – Philip Johnson-Laird, Carlo Umiltà, Mariateresa Molo *2005 – Jerry A. Fodor, James L. McClelland *2006 – John R. Searle, , Andrea Comba *2007 – Michael Tomasello, Cristiano Castelfranchi, Il Sole 24 Ore *2008 – Jon Kabat-Zinn, Giorgio Rezzonigo, Fondazione Cavalieri Ottolenghi *2009 – Dan Sperber, Jacques Mehler, *2010 – Uta Frith *2011 – Daniel Dennett *2013 – Tim Shallice *2014 – Stanislas Dehaene *2015 – Nicholas Humphrey *2016 – Antonio Damasio See also * The Brain Prize also known as the Grete Lundbeck European Brai ...
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